Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support

Jianbo Ye, Panruo Wu, James Z. Wang +1

In a variety of research areas, the weighted bag of vectors and the histogram are widely used descriptors for complex objects. Both can be expressed as discrete distributions. D2-c…